Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 62628 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.7 MiB |
| Average record size in memory | 145.7 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 1 |
Humidity[%] is highly overall correlated with Pressure[hPa] and 1 other fields | High correlation |
TVOC[ppb] is highly overall correlated with Raw Ethanol | High correlation |
eCO2[ppm] is highly overall correlated with Raw H2 | High correlation |
Raw H2 is highly overall correlated with eCO2[ppm] | High correlation |
Raw Ethanol is highly overall correlated with TVOC[ppb] and 1 other fields | High correlation |
Pressure[hPa] is highly overall correlated with Humidity[%] and 1 other fields | High correlation |
PM1.0 is highly overall correlated with PM2.5 and 3 other fields | High correlation |
PM2.5 is highly overall correlated with PM1.0 and 3 other fields | High correlation |
NC0.5 is highly overall correlated with PM1.0 and 3 other fields | High correlation |
NC1.0 is highly overall correlated with PM1.0 and 3 other fields | High correlation |
NC2.5 is highly overall correlated with PM1.0 and 3 other fields | High correlation |
Fire Alarm is highly overall correlated with Humidity[%] and 2 other fields | High correlation |
Reproduction
| Analysis started | 2023-05-09 00:03:57.036086 |
|---|---|
| Analysis finished | 2023-05-09 00:04:17.836975 |
| Duration | 20.8 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Temperature[C]
Real number (ℝ)
| Distinct | 21672 |
|---|---|
| Distinct (%) | 34.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7507808 × 10-15 |
| Minimum | -2.6449125 |
|---|---|
| Maximum | 3.0613468 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 22528 |
| Negative (%) | 36.0% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -2.6449125 |
|---|---|
| 5-th percentile | -1.7577752 |
| Q1 | -0.34653102 |
| median | 0.28969531 |
| Q3 | 0.65720027 |
| 95-th percentile | 0.90321916 |
| Maximum | 3.0613468 |
| Range | 5.7062593 |
| Interquartile range (IQR) | 1.0037313 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | 1.7388943 × 1014 |
| Kurtosis | 0.453472 |
| Mean | 5.7507808 × 10-15 |
| Median Absolute Deviation (MAD) | 0.4425241 |
| Skewness | -0.6198558 |
| Sum | 3.610694 × 10-10 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5926270603 | 222 | 0.4% |
| 0.5947162448 | 206 | 0.3% |
| 0.5919306655 | 193 | 0.3% |
| 0.7646365854 | 191 | 0.3% |
| 0.7667257699 | 189 | 0.3% |
| 0.7695113493 | 187 | 0.3% |
| 0.5905378758 | 186 | 0.3% |
| 0.5954126397 | 183 | 0.3% |
| 0.5975018242 | 182 | 0.3% |
| 0.7625474009 | 180 | 0.3% |
| Other values (21662) | 60709 |
| Value | Count | Frequency (%) |
| -2.644912543 | 24 | |
| -2.644842904 | 12 | |
| -2.644773264 | 9 | < 0.1% |
| -2.644703625 | 5 | < 0.1% |
| -2.644633985 | 8 | < 0.1% |
| -2.644564346 | 4 | < 0.1% |
| -2.644494706 | 6 | < 0.1% |
| -2.644425067 | 4 | < 0.1% |
| -2.644355427 | 6 | < 0.1% |
| -2.644285788 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.061346762 | 2 | |
| 3.058561183 | 2 | |
| 3.056471998 | 1 | |
| 3.055775603 | 1 | |
| 3.051597234 | 1 | |
| 3.050204445 | 1 | |
| 3.048811655 | 2 | |
| 3.046722471 | 2 | |
| 3.044633286 | 1 | |
| 3.041847707 | 2 |
Humidity[%]
Real number (ℝ)
| Distinct | 3890 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1269207 × 10-14 |
| Minimum | -4.2636837 |
|---|---|
| Maximum | 3.0072112 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 23657 |
| Negative (%) | 37.8% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -4.2636837 |
|---|---|
| 5-th percentile | -2.7144732 |
| Q1 | -0.11388189 |
| median | 0.18164626 |
| Q3 | 0.53018901 |
| 95-th percentile | 0.90805897 |
| Maximum | 3.0072112 |
| Range | 7.270895 |
| Interquartile range (IQR) | 0.6440709 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | 8.8737389 × 1013 |
| Kurtosis | 6.9449394 |
| Mean | 1.1269207 × 10-14 |
| Median Absolute Deviation (MAD) | 0.32147146 |
| Skewness | -2.4607742 |
| Sum | 7.0503292 × 10-10 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1172658039 | 130 | 0.2% |
| -0.1229056542 | 130 | 0.2% |
| -0.07665888207 | 126 | 0.2% |
| 0.5166533651 | 126 | 0.2% |
| -0.08793858259 | 126 | 0.2% |
| 0.5425966763 | 124 | 0.2% |
| -0.09921828311 | 124 | 0.2% |
| -0.1037301633 | 123 | 0.2% |
| -0.1251615943 | 122 | 0.2% |
| -0.0947064029 | 122 | 0.2% |
| Other values (3880) | 61375 |
| Value | Count | Frequency (%) |
| -4.263683714 | 2 | |
| -4.260299804 | 2 | |
| -4.258043864 | 2 | |
| -4.256915893 | 2 | |
| -4.253531983 | 2 | |
| -4.252404013 | 2 | |
| -4.251276043 | 2 | |
| -4.250148073 | 2 | |
| -4.249020103 | 2 | |
| -4.244508223 | 4 |
| Value | Count | Frequency (%) |
| 3.007211239 | 2 | |
| 2.993675599 | 2 | |
| 2.972244168 | 2 | |
| 2.950812737 | 2 | |
| 2.947428826 | 2 | |
| 2.924869425 | 2 | |
| 2.910205815 | 2 | |
| 2.889902354 | 2 | |
| 2.857191222 | 2 | |
| 2.832375881 | 2 |
TVOC[ppb]
Real number (ℝ)
| Distinct | 1966 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4522174 × 10-17 |
| Minimum | -0.2486164 |
|---|---|
| Maximum | 7.4321638 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 59863 |
| Negative (%) | 95.6% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -0.2486164 |
|---|---|
| 5-th percentile | -0.24810435 |
| Q1 | -0.23197471 |
| median | -0.12303564 |
| Q3 | -0.096408938 |
| 95-th percentile | -0.065429791 |
| Maximum | 7.4321638 |
| Range | 7.6807802 |
| Interquartile range (IQR) | 0.13556577 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | 6.8860214 × 1016 |
| Kurtosis | 45.859504 |
| Mean | 1.4522174 × 10-17 |
| Median Absolute Deviation (MAD) | 0.053893475 |
| Skewness | 6.7767912 |
| Sum | -1.5586421 × 10-12 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.2486164 | 2698 | 4.3% |
| 7.432163841 | 928 | 1.5% |
| -0.1025535624 | 320 | 0.5% |
| -0.1031936274 | 264 | 0.4% |
| -0.1017854844 | 258 | 0.4% |
| -0.1029376014 | 256 | 0.4% |
| -0.1026815754 | 256 | 0.4% |
| -0.2472082569 | 255 | 0.4% |
| -0.1015294584 | 252 | 0.4% |
| -0.1022975364 | 250 | 0.4% |
| Other values (1956) | 56891 |
| Value | Count | Frequency (%) |
| -0.2486164 | 2698 | |
| -0.248488387 | 143 | 0.2% |
| -0.248360374 | 121 | 0.2% |
| -0.248232361 | 126 | 0.2% |
| -0.248104348 | 113 | 0.2% |
| -0.247976335 | 130 | 0.2% |
| -0.247848322 | 158 | 0.3% |
| -0.247720309 | 150 | 0.2% |
| -0.247592296 | 141 | 0.2% |
| -0.247464283 | 147 | 0.2% |
| Value | Count | Frequency (%) |
| 7.432163841 | 928 | |
| 7.428195437 | 2 | < 0.1% |
| 7.368925417 | 2 | < 0.1% |
| 7.206604928 | 2 | < 0.1% |
| 7.1393981 | 2 | < 0.1% |
| 7.036603658 | 2 | < 0.1% |
| 6.874283169 | 2 | < 0.1% |
| 6.799139536 | 2 | < 0.1% |
| 6.755615114 | 2 | < 0.1% |
| 6.696345094 | 2 | < 0.1% |
eCO2[ppm]
Real number (ℝ)
| Distinct | 1713 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4522174 × 10-17 |
| Minimum | -0.14167956 |
|---|---|
| Maximum | 31.129384 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 58062 |
| Negative (%) | 92.7% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -0.14167956 |
|---|---|
| 5-th percentile | -0.14167956 |
| Q1 | -0.14167956 |
| median | -0.14167956 |
| Q3 | -0.12174163 |
| 95-th percentile | 0.027792821 |
| Maximum | 31.129384 |
| Range | 31.271064 |
| Interquartile range (IQR) | 0.019937927 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | 6.8860214 × 1016 |
| Kurtosis | 204.56004 |
| Mean | 1.4522174 × 10-17 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.459611 |
| Sum | 4.8072657 × 10-12 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1416795559 | 31922 | |
| -0.1395808268 | 942 | 1.5% |
| -0.1411548736 | 925 | 1.5% |
| -0.1385314622 | 918 | 1.5% |
| -0.1374820976 | 896 | 1.4% |
| -0.1364327331 | 858 | 1.4% |
| -0.1348586862 | 759 | 1.2% |
| -0.1338093217 | 613 | 1.0% |
| -0.1327599571 | 532 | 0.8% |
| -0.1311859102 | 510 | 0.8% |
| Other values (1703) | 23753 |
| Value | Count | Frequency (%) |
| -0.1416795559 | 31922 | |
| -0.1411548736 | 925 | 1.5% |
| -0.1406301913 | 484 | 0.8% |
| -0.140105509 | 484 | 0.8% |
| -0.1395808268 | 942 | 1.5% |
| -0.1390561445 | 508 | 0.8% |
| -0.1385314622 | 918 | 1.5% |
| -0.1380067799 | 400 | 0.6% |
| -0.1374820976 | 896 | 1.4% |
| -0.1369574154 | 418 | 0.7% |
| Value | Count | Frequency (%) |
| 31.12938447 | 2 | |
| 29.83184518 | 1 | |
| 27.17118133 | 1 | |
| 26.86686561 | 1 | |
| 26.64177691 | 1 | |
| 23.50417686 | 1 | |
| 23.25285405 | 1 | |
| 22.78955959 | 1 | |
| 21.75698486 | 1 | |
| 21.59800613 | 1 |
Raw H2
Real number (ℝ)
| Distinct | 1830 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.3897565 × 10-16 |
| Minimum | -8.3476116 |
|---|---|
| Maximum | 3.1583257 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 32987 |
| Negative (%) | 52.7% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -8.3476116 |
|---|---|
| 5-th percentile | -0.81149793 |
| Q1 | -0.41273555 |
| median | -0.067740938 |
| Q3 | 0.61123781 |
| 95-th percentile | 1.1507507 |
| Maximum | 3.1583257 |
| Range | 11.505937 |
| Interquartile range (IQR) | 1.0239734 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | -1.5650049 × 1015 |
| Kurtosis | 18.978487 |
| Mean | -6.3897565 × 10-16 |
| Median Absolute Deviation (MAD) | 0.44775896 |
| Skewness | -2.9100728 |
| Sum | -4.0214498 × 10-11 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.09741605592 | 328 | 0.5% |
| -0.599913473 | 319 | 0.5% |
| -0.5742223851 | 316 | 0.5% |
| -0.5632119189 | 310 | 0.5% |
| -0.5815626959 | 310 | 0.5% |
| -0.555871608 | 306 | 0.5% |
| 0.1047563668 | 292 | 0.5% |
| -0.5889030068 | 289 | 0.5% |
| -0.5925731622 | 286 | 0.5% |
| 0.1084265222 | 282 | 0.5% |
| Other values (1820) | 59590 |
| Value | Count | Frequency (%) |
| -8.347611555 | 2 | |
| -8.307239845 | 2 | |
| -8.292559224 | 2 | |
| -8.193465028 | 2 | |
| -8.171444095 | 2 | |
| -7.940224304 | 2 | |
| -7.929213838 | 2 | |
| -7.921873527 | 2 | |
| -7.918203371 | 2 | |
| -7.892512284 | 2 |
| Value | Count | Frequency (%) |
| 3.158325672 | 2 | |
| 3.150985362 | 2 | |
| 3.147315206 | 2 | |
| 3.143645051 | 2 | |
| 3.128964429 | 2 | |
| 3.121624118 | 2 | |
| 3.106943497 | 2 | |
| 3.092262875 | 2 | |
| 3.084922564 | 2 | |
| 3.070241942 | 2 |
Raw Ethanol
Real number (ℝ)
| Distinct | 2659 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6967521 × 10-16 |
| Minimum | -7.280139 |
|---|---|
| Maximum | 2.7166207 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 34967 |
| Negative (%) | 55.8% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -7.280139 |
|---|---|
| 5-th percentile | -0.61399182 |
| Q1 | -0.52375355 |
| median | -0.41546763 |
| Q3 | 0.53121386 |
| 95-th percentile | 1.5134164 |
| Maximum | 2.7166207 |
| Range | 9.9967597 |
| Interquartile range (IQR) | 1.0549674 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | 1.2992493 × 1015 |
| Kurtosis | 11.092994 |
| Mean | 7.6967521 × 10-16 |
| Median Absolute Deviation (MAD) | 0.20672767 |
| Skewness | -1.6847822 |
| Sum | 4.8012705 × 10-11 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.5188314659 | 685 | 1.1% |
| -0.5106279868 | 504 | 0.8% |
| -0.5024245076 | 494 | 0.8% |
| -0.5057058993 | 486 | 0.8% |
| -0.5122686826 | 479 | 0.8% |
| -0.499143116 | 464 | 0.7% |
| -0.5139093784 | 462 | 0.7% |
| -0.5073465951 | 459 | 0.7% |
| -0.5171907701 | 458 | 0.7% |
| -0.5040652035 | 458 | 0.7% |
| Other values (2649) | 57679 |
| Value | Count | Frequency (%) |
| -7.280138962 | 2 | |
| -7.196463475 | 2 | |
| -7.137398425 | 2 | |
| -7.058645026 | 2 | |
| -7.029112501 | 2 | |
| -7.027471805 | 2 | |
| -7.025831109 | 2 | |
| -6.986454409 | 2 | |
| -6.951999797 | 2 | |
| -6.948718405 | 2 |
| Value | Count | Frequency (%) |
| 2.716620702 | 4 | |
| 2.703495135 | 2 | |
| 2.701854439 | 4 | |
| 2.69365096 | 2 | |
| 2.690369569 | 2 | |
| 2.683806785 | 2 | |
| 2.682166089 | 2 | |
| 2.677244002 | 2 | |
| 2.675603306 | 4 | |
| 2.67396261 | 2 |
Pressure[hPa]
Real number (ℝ)
| Distinct | 2213 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0037841 × 10-12 |
| Minimum | -5.840443 |
|---|---|
| Maximum | 0.9263646 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 12640 |
| Negative (%) | 20.2% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -5.840443 |
|---|---|
| 5-th percentile | -1.335998 |
| Q1 | 0.05431846 |
| median | 0.14144796 |
| Q3 | 0.59362003 |
| 95-th percentile | 0.81970607 |
| Maximum | 0.9263646 |
| Range | 6.7668076 |
| Interquartile range (IQR) | 0.53930157 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | 4.9905577 × 1011 |
| Kurtosis | 17.484463 |
| Mean | 2.0037841 × 10-12 |
| Median Absolute Deviation (MAD) | 0.29969544 |
| Skewness | -3.6041068 |
| Sum | 1.2549285 × 10-7 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.06107850709 | 304 | 0.5% |
| 0.05882515791 | 284 | 0.5% |
| 0.06633632187 | 278 | 0.4% |
| 0.06258073989 | 266 | 0.4% |
| 0.06182962349 | 266 | 0.4% |
| 0.06408297268 | 262 | 0.4% |
| 0.05657180872 | 260 | 0.4% |
| 0.06934078745 | 256 | 0.4% |
| 0.05807404151 | 252 | 0.4% |
| 0.06708743826 | 252 | 0.4% |
| Other values (2203) | 59948 |
| Value | Count | Frequency (%) |
| -5.840443018 | 3 | |
| -5.836687436 | 1 | < 0.1% |
| -5.83593632 | 1 | < 0.1% |
| -5.83368297 | 2 | |
| -5.832931854 | 1 | < 0.1% |
| -5.832180738 | 2 | |
| -5.831429621 | 2 | |
| -5.829927388 | 2 | |
| -5.829176272 | 3 | |
| -5.828425156 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9263645955 | 2 | < 0.1% |
| 0.9226090135 | 6 | |
| 0.919604548 | 6 | |
| 0.9188534316 | 4 | < 0.1% |
| 0.9181023152 | 10 | |
| 0.9173511988 | 2 | < 0.1% |
| 0.9166000824 | 8 | |
| 0.915848966 | 8 | |
| 0.9150978496 | 4 | < 0.1% |
| 0.9143467332 | 8 |
PM1.0
Real number (ℝ)
| Distinct | 1337 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.3566521 × 10-17 |
| Minimum | -0.10904414 |
|---|---|
| Maximum | 15.428178 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 61464 |
| Negative (%) | 98.1% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -0.10904414 |
|---|---|
| 5-th percentile | -0.10871895 |
| Q1 | -0.10765667 |
| median | -0.10708217 |
| Q3 | -0.10677866 |
| 95-th percentile | -0.10626919 |
| Maximum | 15.428178 |
| Range | 15.537222 |
| Interquartile range (IQR) | 0.00087801184 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | -2.2953405 × 1016 |
| Kurtosis | 122.75661 |
| Mean | -4.3566521 × 10-17 |
| Median Absolute Deviation (MAD) | 0.00035770853 |
| Skewness | 10.75249 |
| Sum | -2.8759495 × 10-12 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1071038464 | 680 | 1.1% |
| -0.107147205 | 655 | 1.0% |
| -0.1070388085 | 641 | 1.0% |
| -0.1069737705 | 637 | 1.0% |
| -0.1071255257 | 631 | 1.0% |
| -0.1071363653 | 608 | 1.0% |
| -0.1070496481 | 601 | 1.0% |
| -0.1069195723 | 600 | 1.0% |
| -0.1069304119 | 591 | 0.9% |
| -0.107114686 | 586 | 0.9% |
| Other values (1327) | 56398 |
| Value | Count | Frequency (%) |
| -0.1090441441 | 140 | |
| -0.1090333045 | 48 | 0.1% |
| -0.1090224648 | 30 | < 0.1% |
| -0.1090116252 | 24 | < 0.1% |
| -0.1090007855 | 26 | < 0.1% |
| -0.1089899459 | 40 | 0.1% |
| -0.1089791062 | 88 | |
| -0.1089682666 | 44 | 0.1% |
| -0.1089574269 | 42 | 0.1% |
| -0.1089465873 | 70 |
| Value | Count | Frequency (%) |
| 15.42817759 | 1 | |
| 15.41135445 | 1 | |
| 15.39072659 | 1 | |
| 15.28969019 | 1 | |
| 15.22803425 | 1 | |
| 15.14578296 | 1 | |
| 15.00764243 | 1 | |
| 14.91374936 | 1 | |
| 14.79394952 | 1 | |
| 14.76734902 | 1 |
PM2.5
Real number (ℝ)
| Distinct | 1351 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.7426609 × 10-16 |
| Minimum | -0.093341166 |
|---|---|
| Maximum | 22.894774 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 61509 |
| Negative (%) | 98.2% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -0.093341166 |
|---|---|
| 5-th percentile | -0.093184311 |
| Q1 | -0.092663144 |
| median | -0.092389912 |
| Q3 | -0.092238116 |
| 95-th percentile | -0.091995242 |
| Maximum | 22.894774 |
| Range | 22.988115 |
| Interquartile range (IQR) | 0.00042502875 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | -5.7383512 × 1015 |
| Kurtosis | 228.19821 |
| Mean | -1.7426609 × 10-16 |
| Median Absolute Deviation (MAD) | 0.00017709531 |
| Skewness | 14.145996 |
| Sum | -1.144974 × 10-11 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.0924000313 | 640 | 1.0% |
| -0.09242027077 | 635 | 1.0% |
| -0.09231401358 | 630 | 1.0% |
| -0.0924152109 | 613 | 1.0% |
| -0.0923696721 | 594 | 0.9% |
| -0.09233425304 | 594 | 0.9% |
| -0.09237473197 | 591 | 0.9% |
| -0.09241015103 | 591 | 0.9% |
| -0.09236461224 | 589 | 0.9% |
| -0.09240509117 | 574 | 0.9% |
| Other values (1341) | 56577 |
| Value | Count | Frequency (%) |
| -0.09334116639 | 118 | |
| -0.09333610652 | 20 | < 0.1% |
| -0.09333104665 | 20 | < 0.1% |
| -0.09332598679 | 20 | < 0.1% |
| -0.09332092692 | 18 | < 0.1% |
| -0.09331586706 | 14 | < 0.1% |
| -0.09331080719 | 16 | < 0.1% |
| -0.09330574732 | 22 | < 0.1% |
| -0.09330068746 | 40 | 0.1% |
| -0.09329562759 | 60 |
| Value | Count | Frequency (%) |
| 22.89477383 | 1 | |
| 22.6853561 | 1 | |
| 22.5679925 | 1 | |
| 22.35116206 | 1 | |
| 22.05119802 | 1 | |
| 21.71209592 | 1 | |
| 21.63335935 | 1 | |
| 21.38579022 | 1 | |
| 21.2805956 | 1 | |
| 21.01392548 | 1 |
NC0.5
Real number (ℝ)
| Distinct | 3093 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1783261 × 10-16 |
| Minimum | -0.11521569 |
|---|---|
| Maximum | 14.297804 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 61418 |
| Negative (%) | 98.1% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -0.11521569 |
|---|---|
| 5-th percentile | -0.11474215 |
| Q1 | -0.11314805 |
| median | -0.11229708 |
| Q3 | -0.11183526 |
| 95-th percentile | -0.11108744 |
| Maximum | 14.297804 |
| Range | 14.41302 |
| Interquartile range (IQR) | 0.0013127887 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | 4.5906809 × 1015 |
| Kurtosis | 105.73883 |
| Mean | 2.1783261 × 10-16 |
| Median Absolute Deviation (MAD) | 0.00053918106 |
| Skewness | 10.041158 |
| Sum | 1.4185098 × 10-11 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1152156872 | 182 | 0.3% |
| -0.1121282896 | 118 | 0.2% |
| -0.1122220602 | 116 | 0.2% |
| -0.1123861588 | 114 | 0.2% |
| -0.1123345849 | 114 | 0.2% |
| -0.1122455028 | 114 | 0.2% |
| -0.1121681421 | 112 | 0.2% |
| -0.1123252079 | 112 | 0.2% |
| -0.1123697489 | 111 | 0.2% |
| -0.1123509948 | 110 | 0.2% |
| Other values (3083) | 61425 |
| Value | Count | Frequency (%) |
| -0.1152156872 | 182 | |
| -0.1152133429 | 58 | 0.1% |
| -0.1152109986 | 26 | < 0.1% |
| -0.1152086544 | 16 | < 0.1% |
| -0.1152063101 | 14 | < 0.1% |
| -0.1152039659 | 16 | < 0.1% |
| -0.1152016216 | 10 | < 0.1% |
| -0.1151992773 | 10 | < 0.1% |
| -0.1151969331 | 4 | < 0.1% |
| -0.1151945888 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 14.29780423 | 2 | |
| 14.28497876 | 2 | |
| 14.05416003 | 1 | |
| 13.78655744 | 1 | |
| 13.67020217 | 2 | |
| 13.61770469 | 1 | |
| 13.5098005 | 2 | |
| 13.50677405 | 2 | |
| 13.42946486 | 2 | |
| 13.41151951 | 2 |
NC1.0
Real number (ℝ)
| Distinct | 4113 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -0.091924933 |
|---|---|
| Maximum | 23.348249 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 61518 |
| Negative (%) | 98.2% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -0.091924933 |
|---|---|
| 5-th percentile | -0.091778643 |
| Q1 | -0.091300038 |
| median | -0.091047642 |
| Q3 | -0.090909479 |
| 95-th percentile | -0.090684174 |
| Maximum | 23.348249 |
| Range | 23.440174 |
| Interquartile range (IQR) | 0.0003905591 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 238.34805 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0.0001616418 |
| Skewness | 14.447263 |
| Sum | -1.1617374 × 10-12 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.09103274243 | 84 | 0.1% |
| -0.09106479988 | 84 | 0.1% |
| -0.09102596973 | 82 | 0.1% |
| -0.09102416367 | 82 | 0.1% |
| -0.09192493293 | 80 | 0.1% |
| -0.09106163929 | 80 | 0.1% |
| -0.09105667264 | 80 | 0.1% |
| -0.09097901233 | 80 | 0.1% |
| -0.09106976653 | 80 | 0.1% |
| -0.09104267572 | 80 | 0.1% |
| Other values (4103) | 61816 |
| Value | Count | Frequency (%) |
| -0.09192493293 | 80 | |
| -0.09192448142 | 16 | < 0.1% |
| -0.09192402991 | 8 | < 0.1% |
| -0.09192357839 | 6 | < 0.1% |
| -0.09192312688 | 4 | < 0.1% |
| -0.09192267537 | 4 | < 0.1% |
| -0.09192222385 | 2 | < 0.1% |
| -0.09192177234 | 2 | < 0.1% |
| -0.09192132083 | 2 | < 0.1% |
| -0.09192086931 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.34824943 | 1 | |
| 23.12211887 | 1 | |
| 23.01098291 | 1 | |
| 22.76664688 | 1 | |
| 22.45509766 | 1 | |
| 22.10334929 | 1 | |
| 22.0460107 | 1 | |
| 21.77147971 | 1 | |
| 21.65259081 | 1 | |
| 21.38307071 | 1 |
NC2.5
Real number (ℝ)
| Distinct | 1161 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -7.4789195 × 10-16 |
| Minimum | -0.073889208 |
|---|---|
| Maximum | 27.641107 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 61845 |
| Negative (%) | 98.7% |
| Memory size | 3.0 MiB |
Quantile statistics
| Minimum | -0.073889208 |
|---|---|
| 5-th percentile | -0.073881824 |
| Q1 | -0.073858748 |
| median | -0.073848595 |
| Q3 | -0.073842134 |
| 95-th percentile | -0.073831058 |
| Maximum | 27.641107 |
| Range | 27.714996 |
| Interquartile range (IQR) | 1.6614356 × 10-5 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | -1.3370915 × 1015 |
| Kurtosis | 356.94191 |
| Mean | -7.4789195 × 10-16 |
| Median Absolute Deviation (MAD) | 7.3841583 × 10-6 |
| Skewness | 17.736443 |
| Sum | -4.7076565 × 10-11 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.07384951819 | 2611 | 4.2% |
| -0.07384582611 | 2446 | 3.9% |
| -0.07384767215 | 2428 | 3.9% |
| -0.07384674913 | 2402 | 3.8% |
| -0.07384859517 | 2345 | 3.7% |
| -0.07385044121 | 2264 | 3.6% |
| -0.07384490309 | 2201 | 3.5% |
| -0.07384398007 | 2111 | 3.4% |
| -0.07384305705 | 2071 | 3.3% |
| -0.07385136423 | 2001 | 3.2% |
| Other values (1151) | 39748 |
| Value | Count | Frequency (%) |
| -0.07388920804 | 88 | 0.1% |
| -0.07388828502 | 18 | < 0.1% |
| -0.073887362 | 30 | < 0.1% |
| -0.07388643898 | 168 | 0.3% |
| -0.07388551596 | 284 | 0.5% |
| -0.07388459294 | 448 | |
| -0.07388366992 | 720 | |
| -0.0738827469 | 866 | |
| -0.07388182388 | 652 | |
| -0.07388090086 | 846 |
| Value | Count | Frequency (%) |
| 27.64110719 | 1 | |
| 27.23890132 | 1 | |
| 27.1988358 | 1 | |
| 26.66124231 | 1 | |
| 26.23204457 | 1 | |
| 25.92995773 | 1 | |
| 25.75220443 | 1 | |
| 25.36886969 | 1 | |
| 25.1038984 | 1 | |
| 24.81081839 | 1 |
Fire Alarm
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 62628 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 44757 | |
| 0 | 17871 | 28.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 44757 | |
| 0 | 17871 | 28.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 44757 | |
| 0 | 17871 | 28.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 62628 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 44757 | |
| 0 | 17871 | 28.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 62628 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 44757 | |
| 0 | 17871 | 28.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 62628 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 44757 | |
| 0 | 17871 | 28.5% |
| Temperature[C] | Humidity[%] | TVOC[ppb] | eCO2[ppm] | Raw H2 | Raw Ethanol | Pressure[hPa] | PM1.0 | PM2.5 | NC0.5 | NC1.0 | NC2.5 | Fire Alarm | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Temperature[C] | 1.000 | -0.275 | 0.053 | 0.165 | -0.211 | -0.034 | -0.267 | 0.013 | 0.013 | 0.013 | 0.013 | 0.009 | 0.396 |
| Humidity[%] | -0.275 | 1.000 | -0.016 | -0.104 | 0.222 | -0.136 | 0.556 | -0.121 | -0.121 | -0.121 | -0.121 | -0.103 | 0.512 |
| TVOC[ppb] | 0.053 | -0.016 | 1.000 | 0.321 | -0.187 | -0.882 | -0.450 | 0.154 | 0.151 | 0.155 | 0.151 | 0.115 | 0.289 |
| eCO2[ppm] | 0.165 | -0.104 | 0.321 | 1.000 | -0.716 | -0.315 | -0.250 | 0.434 | 0.434 | 0.434 | 0.434 | 0.426 | 0.121 |
| Raw H2 | -0.211 | 0.222 | -0.187 | -0.716 | 1.000 | 0.201 | 0.372 | -0.293 | -0.297 | -0.293 | -0.298 | -0.342 | 0.388 |
| Raw Ethanol | -0.034 | -0.136 | -0.882 | -0.315 | 0.201 | 1.000 | 0.191 | -0.126 | -0.128 | -0.126 | -0.128 | -0.127 | 0.680 |
| Pressure[hPa] | -0.267 | 0.556 | -0.450 | -0.250 | 0.372 | 0.191 | 1.000 | -0.176 | -0.174 | -0.176 | -0.173 | -0.134 | 0.790 |
| PM1.0 | 0.013 | -0.121 | 0.154 | 0.434 | -0.293 | -0.126 | -0.176 | 1.000 | 0.998 | 1.000 | 0.998 | 0.962 | 0.135 |
| PM2.5 | 0.013 | -0.121 | 0.151 | 0.434 | -0.297 | -0.128 | -0.174 | 0.998 | 1.000 | 0.998 | 1.000 | 0.967 | 0.118 |
| NC0.5 | 0.013 | -0.121 | 0.155 | 0.434 | -0.293 | -0.126 | -0.176 | 1.000 | 0.998 | 1.000 | 0.997 | 0.960 | 0.136 |
| NC1.0 | 0.013 | -0.121 | 0.151 | 0.434 | -0.298 | -0.128 | -0.173 | 0.998 | 1.000 | 0.997 | 1.000 | 0.967 | 0.117 |
| NC2.5 | 0.009 | -0.103 | 0.115 | 0.426 | -0.342 | -0.127 | -0.134 | 0.962 | 0.967 | 0.960 | 0.967 | 1.000 | 0.091 |
| Fire Alarm | 0.396 | 0.512 | 0.289 | 0.121 | 0.388 | 0.680 | 0.790 | 0.135 | 0.118 | 0.136 | 0.117 | 0.091 | 1.000 |
| Temperature[C] | Humidity[%] | TVOC[ppb] | eCO2[ppm] | Raw H2 | Raw Ethanol | Pressure[hPa] | PM1.0 | PM2.5 | NC0.5 | NC1.0 | NC2.5 | Fire Alarm | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.280642 | 0.994913 | -0.248616 | -0.14168 | -2.335897 | -2.024990 | 0.831724 | -0.109044 | -0.093341 | -0.115216 | -0.091925 | -0.073889 | 0 |
| 1 | 0.281687 | 0.917083 | -0.248616 | -0.14168 | -2.192761 | -1.810059 | 0.838484 | -0.109044 | -0.093341 | -0.115216 | -0.091925 | -0.073889 | 0 |
| 2 | 0.282662 | 0.836997 | -0.248616 | -0.14168 | -2.086326 | -1.624660 | 0.833977 | -0.109044 | -0.093341 | -0.115216 | -0.091925 | -0.073889 | 0 |
| 3 | 0.283706 | 0.760295 | -0.248616 | -0.14168 | -2.027604 | -1.485201 | 0.832475 | -0.109044 | -0.093341 | -0.115216 | -0.091925 | -0.073889 | 0 |
| 4 | 0.284751 | 0.693745 | -0.248616 | -0.14168 | -1.979892 | -1.367071 | 0.838484 | -0.109044 | -0.093341 | -0.115216 | -0.091925 | -0.073889 | 0 |
| 5 | 0.285726 | 0.629450 | -0.248616 | -0.14168 | -1.921169 | -1.240738 | 0.824213 | -0.109044 | -0.093341 | -0.115216 | -0.091925 | -0.073889 | 0 |
| 6 | 0.286770 | 0.571924 | -0.248616 | -0.14168 | -1.873457 | -1.142296 | 0.833977 | -0.109044 | -0.093341 | -0.115216 | -0.091925 | -0.073889 | 0 |
| 7 | 0.287815 | 0.525677 | -0.248616 | -0.14168 | -1.847766 | -1.050417 | 0.849000 | -0.109044 | -0.093341 | -0.115216 | -0.091925 | -0.073889 | 0 |
| 8 | 0.288790 | 0.481686 | -0.248616 | -0.14168 | -1.814735 | -0.983148 | 0.849000 | -0.109044 | -0.093341 | -0.115216 | -0.091925 | -0.073889 | 0 |
| 9 | 0.289835 | 0.442207 | -0.248616 | -0.14168 | -1.796384 | -0.917521 | 0.847497 | -0.108069 | -0.091429 | -0.115216 | -0.089952 | -0.071323 | 0 |
| Temperature[C] | Humidity[%] | TVOC[ppb] | eCO2[ppm] | Raw H2 | Raw Ethanol | Pressure[hPa] | PM1.0 | PM2.5 | NC0.5 | NC1.0 | NC2.5 | Fire Alarm | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 62620 | 0.097978 | -3.698571 | -0.169120 | -0.14168 | 2.872054 | 1.338436 | -1.480963 | -0.108405 | -0.093033 | -0.114264 | -0.091639 | -0.073876 | 0 |
| 62621 | 0.112672 | -3.700827 | -0.167328 | -0.14168 | 2.846362 | 1.336796 | -1.471950 | -0.108350 | -0.093002 | -0.114180 | -0.091613 | -0.073874 | 0 |
| 62622 | 0.127435 | -3.694059 | -0.167072 | -0.14168 | 2.835352 | 1.305622 | -1.466692 | -0.108329 | -0.092997 | -0.114151 | -0.091606 | -0.073874 | 0 |
| 62623 | 0.142199 | -3.695187 | -0.165408 | -0.14168 | 2.791310 | 1.299060 | -1.468194 | -0.108329 | -0.092992 | -0.114144 | -0.091603 | -0.073874 | 0 |
| 62624 | 0.157032 | -3.691803 | -0.167968 | -0.14168 | 2.850033 | 1.328592 | -1.478710 | -0.108329 | -0.092997 | -0.114156 | -0.091607 | -0.073874 | 0 |
| 62625 | 0.171865 | -3.694059 | -0.168608 | -0.14168 | 2.864713 | 1.336796 | -1.470448 | -0.108361 | -0.093012 | -0.114203 | -0.091621 | -0.073875 | 0 |
| 62626 | 0.186838 | -3.685035 | -0.170272 | -0.14168 | 2.894074 | 1.367969 | -1.464439 | -0.108383 | -0.093022 | -0.114236 | -0.091631 | -0.073875 | 0 |
| 62627 | 0.201741 | -3.688419 | -0.168352 | -0.14168 | 2.872054 | 1.358125 | -1.457679 | -0.108426 | -0.093038 | -0.114290 | -0.091646 | -0.073876 | 0 |
| 62628 | 0.216783 | -3.665860 | -0.166944 | -0.14168 | 2.824342 | 1.331873 | -1.462937 | -0.108426 | -0.093043 | -0.114297 | -0.091649 | -0.073876 | 0 |
| 62629 | 0.231825 | -3.611717 | -0.166304 | -0.14168 | 2.765619 | 1.294137 | -1.465941 | -0.108426 | -0.093043 | -0.114301 | -0.091651 | -0.073876 | 0 |